What Google can't offer
LinkedIn profile targeting is exclusive to Microsoft: company, industry, and job function layered onto search campaigns as bid adjustments, the only place anywhere that combines live search intent with professional identity. Reported results run 47% higher conversion rates at an 8 to 12% CPC premium, and only about 28% of B2B advertisers use it. That is a differentiation wedge, and we take it.
The CPC math is structural: $1.37 average versus $2.06 on Google, with the deepest discounts in the expensive verticals, legal down 46%, insurance down 46%, financial services down 38%, B2B SaaS down 34%. Cost per conversion runs about $31 versus $45.
Copilot is the emerging surface: roughly 320 million monthly users, with 35% of sessions carrying commercial intent versus 22% for regular search. Sponsored answers, Showroom ads, and AI Max placements are early-stage, high-attention inventory, we size the test to the account instead of chasing novelty.